{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 计算复杂介质中的走时场 及 多条射线追踪"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pyfmm\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from scipy import interpolate\n",
    "from scipy.ndimage import gaussian_filter"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Uncomment and Run following to remove WARNING.\n",
    "# \n",
    "# import logging\n",
    "# pyfmm.myLogger.setLevel(logging.ERROR)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5, 0, 'Velocity/km')"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 200x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "xarr = np.arange(0, 101, 0.08)\n",
    "yarr = np.array([0.0])  # 二维情况\n",
    "zarr = np.arange(0, 50, 0.05)\n",
    "\n",
    "# 慢度场\n",
    "slw  = np.ones((len(xarr), len(yarr), len(zarr)), dtype='f')\n",
    "\n",
    "# 设定任意一维梯度背景速度，两列分别为深度和速度\n",
    "vel1d = np.array([\n",
    "    [0.0,  3.0],\n",
    "    [8.0,  5.0],\n",
    "    [15.0, 7.0],\n",
    "    [30.0, 8.0],\n",
    "    [50.0, 8.3],\n",
    "])\n",
    "\n",
    "# 插值1d分层速度\n",
    "# _idxs = np.searchsorted(vel1d[:,0], zarr)\n",
    "# vels = vel1d[_idxs, 1]\n",
    "# OR\n",
    "# 插值1d梯度速度 \n",
    "vels = interpolate.interpn((vel1d[:,0],), vel1d[:,1], zarr)\n",
    "\n",
    "# 绘制1d背景速度\n",
    "fig, ax = plt.subplots(1, 1, figsize=(2, 5))\n",
    "ax.plot(vels, zarr)\n",
    "ax.yaxis.set_inverted(True)\n",
    "ax.set_ylabel(\"Depth/km\")\n",
    "ax.set_xlabel(\"Velocity/km\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "XX, ZZ = np.meshgrid(xarr, zarr, indexing='ij')\n",
    "\n",
    "np.random.seed(40)\n",
    "# 生成一个随机二维数组（类似噪声）\n",
    "vel = np.random.rand(len(xarr), len(zarr))*2-1\n",
    "\n",
    "# 使用高斯滤波平滑处理，sigma值越大，图像越平滑\n",
    "slw[...] = 1.0/(gaussian_filter(vel, sigma=50)*200 + vels[None,:])[:,None,:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.colorbar.Colorbar at 0x7fa6b4872ad0>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "# 慢度分布\n",
    "fig, ax = plt.subplots(1, 1)\n",
    "pcm = ax.pcolormesh(xarr, zarr, slw[:,0,:].T)\n",
    "ax.set_aspect('equal')\n",
    "ax.yaxis.set_inverted(True)\n",
    "fig.colorbar(pcm, shrink=0.5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "srcloc = [0.0, 0.0, 0.0]\n",
    "\n",
    "# FMM解\n",
    "TT = pyfmm.travel_time_source(\n",
    "    srcloc,\n",
    "    xarr, yarr, zarr, slw)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "def plot_raytracing(fig, ax, TT):\n",
    "    # 水平方向\n",
    "    for x in np.arange(5, 100, 5):\n",
    "        # 射线追踪\n",
    "        rcvloc = [x, 0, 0]\n",
    "\n",
    "        travt, rays = pyfmm.raytracing(\n",
    "            TT, srcloc, rcvloc, xarr, yarr, zarr, 0.1)\n",
    "        ax.plot(rays[:,0], rays[:,2], c='r', lw=0.8, ls='--')\n",
    "\n",
    "    # 竖直方向\n",
    "    for z in np.arange(0, 50, 2.5):\n",
    "        # 射线追踪\n",
    "        rcvloc = [100, 0, z]\n",
    "\n",
    "        travt, rays = pyfmm.raytracing(\n",
    "            TT, srcloc, rcvloc, xarr, yarr, zarr, 0.1)\n",
    "        ax.plot(rays[:,0], rays[:,2], c='b', lw=0.8, ls='--')\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(1, 1)\n",
    "cs = ax.contour(xarr, zarr, TT[:, 0, :].T, levels=30, linewidths=0.5)\n",
    "ax.clabel(cs)\n",
    "\n",
    "plot_raytracing(fig, ax, TT)\n",
    "\n",
    "ax.set_aspect('equal')\n",
    "ax.set_xlim(0, 100)\n",
    "ax.set_ylim(0, 50)\n",
    "ax.yaxis.set_inverted(True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# FSM解\n",
    "FSMTT = pyfmm.travel_time_source(\n",
    "    srcloc,\n",
    "    xarr, yarr, zarr, slw, useFSM=True, FSMparallel=True)\n",
    "\n",
    "fig, ax = plt.subplots(1, 1)\n",
    "cs = ax.contour(xarr, zarr, FSMTT[:, 0, :].T, levels=30, linewidths=0.5)\n",
    "ax.clabel(cs)\n",
    "\n",
    "plot_raytracing(fig, ax, FSMTT)\n",
    "\n",
    "ax.set_aspect('equal')\n",
    "ax.set_xlim(0, 100)\n",
    "ax.set_ylim(0, 50)\n",
    "ax.yaxis.set_inverted(True)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "py310",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.14"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
